Title: Toward Sustainability-Aware LLM Inference on Edge Clusters Authors: Kolichala Rajashekar, Nafiseh Sharghivand, Radu Prodan, Reza Farahani...
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Maroc - ITEC.AAU.AT - A La Une - 17/Nov 07:15
Paper accepted @ IoT 2025
Title: Toward Sustainability-Aware LLM Inference on Edge Clusters Authors: Kolichala Rajashekar, Nafiseh Sharghivand, Radu Prodan, Reza Farahani Abstract: Large language models (LLMs) require substantial computational resources, leading to significant carbon emissions and operational costs. Although training is energy-intensive, the long-term environmental burden arises from inference, amplified by the massive global query volume. Cloud-based inference offers […]
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